Table of Contents
Using data available up to the: 2020-08-30
Subnational estimates are available to download here and national estimates are available to download here.
Interactive summary
Figure 1: The results of the latest reproduction number estimates (based on estimated confirmed cases with a date of infection on the 2020-08-30) can be summarised by whether confirmed cases are likely increasing or decreasing. This represents the strength of the evidence that the reproduction number in each region is greater than or less than 1, respectively (see the methods for details). Click on a subnational area (or search) to see subnational level estimates. This interactive visualisation is powered by RtD3(Gibbs, Abbott, and Funk 2020).
National summary - based on reported cases
Summary (estimates as of the 2020-08-30)
Table 1: Latest estimates (as of the 2020-08-30) of the number of confirmed cases by date of infection, the expected change in daily confirmed cases, the effective reproduction number, the growth rate, and the doubling time (when negative this corresponds to the halving time). The median and 90% credible interval is shown for each numeric estimate.| Estimate | |
|---|---|
| New confirmed cases by infection date | 1514 (397 – 3063) |
| Expected change in daily cases | Unsure |
| Effective reproduction no. | 0.94 (0.55 – 1.35) |
| Rate of growth | -0.02 (-0.13 – 0.1) |
| Doubling/halving time (days) | -42.5 (7.3 – -5.3) |
Confirmed cases, their estimated date of report, date of infection, and time-varying reproduction number estimates
Figure 2: A.) Confirmed cases by date of report (bars) and their estimated date of report. B.) Confirmed cases by date of report (bars) and their estimated date of infection. C.) Time-varying estimate of the effective reproduction number. Light ribbon = 90% credible interval; dark ribbon = the 50% credible interval. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
National summary - based on reported deaths
Summary (estimates as of the 2020-08-30)
Table 2: Latest estimates (as of the 2020-08-30) of the number of confirmed deaths by date of infection, the expected change in daily confirmed deaths, the effective reproduction number, the growth rate, and the doubling time (when negative this corresponds to the halving time). The median and 90% credible interval is shown for each numeric estimate.| Estimate | |
|---|---|
| New confirmed cases by infection date | 4 (0 – 11) |
| Expected change in daily cases | Unsure |
| Effective reproduction no. | 0.97 (0.57 – 1.32) |
| Rate of growth | -0.01 (-0.13 – 0.09) |
| Doubling/halving time (days) | -76.1 (8.1 – -5.5) |
Confirmed deaths, their estimated date of report, date of infection, and time-varying reproduction number estimates
Figure 3: A.) Confirmed deaths by date of report (bars) and their estimated date of report. B.) Confirmed deaths by date of report (bars) and their estimated date of infection. C.) Time-varying estimate of the effective reproduction number. Light ribbon = 90% credible interval; dark ribbon = the 50% credible interval. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
Regional Breakdown
Data availability
- Case counts by date, stratified by region were downloaded from a publicly available source (Abbott et al. 2020; “Tabelle Mit Den Aktuellen Covid-19 Infektionen Pro Tag (Zeitreihe)” 2020).
- Case onset dates were estimated using case counts by date of report and a distribution of reporting delays fitted to a publicly available line-list of cases reported internationally (Xu et al., n.d.; Abbott et al. 2020).
Limitations
- Line-list data to inform a region specific estimate of the reporting delay were not available.
Summary of latest reproduction number and confirmed death count estimates by date of infection
Figure 3: Confirmed deaths with date of infection on the 2020-08-30 and the time-varying estimate of the effective reproduction number (light bar = 90% credible interval; dark bar = the 50% credible interval.). Regions are ordered by the number of expected daily confirmed deaths and shaded based on the expected change in daily confirmeddeaths. The horizontal dotted line indicates the target value of 1 for the effective reproduction no. required for control and a single case required for elimination. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
Reproduction numbers over time in the six regions expected to have the most new confirmed deaths
Figure 4: Time-varying estimate of the effective reproduction number (light ribbon = 90% credible interval; dark ribbon = the 50% credible interval) in the regions expected to have the highest number of new confirmed deaths. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation.
Confirmed deaths and their estimated date of infection in the six regions expected to have the most new confirmed deaths
Figure 5: Confirmed deaths by date of report (bars) and their estimated date of infection (light ribbon = 90% credible interval; dark ribbon = the 50% credible interval) in the regions expected to have the highest number of new confirmed deaths. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
Confirmed deaths and their estimated date of report in the six regions expected to have the most new confirmed deaths
Figure 6: Confirmed deaths by date of report (bars) and their estimated date of report (light ribbon = 90% credible interval; dark ribbon = the 50% credible interval) in the regions expected to have the highest number of new confirmed deaths. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
Reproduction numbers over time in all regions
Figure 7: Time-varying estimate of the effective reproduction number (light ribbon = 90% credible interval; dark ribbon = the 50% credible interval) in all regions. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The horizontal dotted line indicates the target value of 1 for the effective reproduction no. required for control. The vertical dashed line indicates the date of report generation.
Confirmed deaths and their estimated date of infection in all regions
Figure 8: Confirmed deaths by date of report (bars) and their estimated date of infection (light ribbon = 90% credible interval; dark ribbon = the 50% credible interval) in all regions. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
Confirmed deaths and their estimated date of report in all regions
Figure 9: Confirmed deaths by date of report (bars) and their estimated date of report (light ribbon = 90% credible interval; dark ribbon = the 50% credible interval) in all regions. Estimates from existing data are shown up to the 2020-08-30 from when forecasts are shown. These should be considered indicative only. Estimates based on partial data have been adjusted for right truncation of infections. The vertical dashed line indicates the date of report generation. Uncertainty has been curtailed to a maximum of ten times the maximum number of reported cases for plotting purposes.
Latest estimates (as of the 2020-08-30)
Table 2: Latest estimates (as of the 2020-08-30) of the number of confirmed deaths by date of infection, the effective reproduction number, the rate of growth, and the doubling time (when negative this corresponds to the halving time) in each region. The median and 90% credible interval is shown.Abbott, Sam, Katharine Sherratt, Jonnie Bevan, Hamish Gibbs, Joel Hellewell, James Munday, Patrick Barks, Paul Campbell, Flavio Finger, and Sebastian Funk. 2020. “Covidregionaldata: Subnational Data for the Covid-19 Outbreak.” - - (-): –. https://doi.org/10.5281/zenodo.3957539.
Gibbs, Hamish, Sam Abbott, and Sebastian Funk. 2020. “RtD3: Rt Visualization in D3.” Zenodo - (-): –. https://doi.org/10.5281/zenodo.4011841.
Xu, Bo, Bernardo Gutierrez, Sarah Hill, Samuel Scarpino, Alyssa Loskill, Jessie Wu, Kara Sewalk, et al. n.d. “Epidemiological Data from the nCoV-2019 Outbreak: Early Descriptions from Publicly Available Data.” http://virological.org/t/epidemiological-data-from-the-ncov-2019-outbreak-early-descriptions-from-publicly-available-data/337.